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Thursday
, May 30
(A) Auditorium
9:00am •
Connecting Data to Decisions: Where to Start with Modern Analytics
9:45am •
Do-It-Yourself Interactive Data Visualization: Starting Simple (and Keeping It That Way)
10:45am •
From Data Science to Knowledge Engineering: How Graphs Change Everything
11:30am •
Bridging the Skills Gap Between Data Enthusiast and Data Scientist with AutoML
1:15pm •
The Pace of Tech is Accelerating
2:15pm •
Leveraging Natural Language Processing (NLP) to drive insight from consumer feedback
3:15pm •
Human-Centered Data Science
4:00pm •
Data literacy for my business partners: What is it, why I want, and how I can help?
(B) Garden Room
9:00am •
Graph based approach to Healthcare Analytics
9:45am •
Deep Dive into the Doughboy’s Data
10:45am •
Dynamic Modeling and Forecasting
11:30am •
The Top 4 Hazards to Avoid When Building Your Data Lake
1:15pm •
Three Secrets to Geospatial Analysis
2:15pm •
Powerful Data from Unexpected Places
3:15pm •
Help! How do I get better prices on flights?!
4:00pm •
Data Science is Dev Ops
(C) A2564 - A2566
9:00am •
Develop a Data Strategy to Compete with the Giants
9:45am •
Discerning Industry Requirements for Graph Analytics
10:45am •
Why Marketing Analytics Fails (and How to Do It Right)
11:30am •
Data Science Isn't Just A Job
1:15pm •
Modern Data Warehousing in the Cloud
2:15pm •
Cows Always Eat - Optimizing a network with noisy inputs
3:15pm •
Modernizing Data and Analytics at Be The Match with the Cloud
4:00pm •
Apache Sqoop, Spark, and cloud-based computing with Databricks
(D) P0808 A&B
9:00am •
Evangelizing Python For Business
9:45am •
A Data Science Playbook for Explainable AI - Navigating Interpretable vs Predictive Models
10:45am •
Story of a Data Engineer
11:30am •
Leadership in Data Science Panel
1:15pm •
Hyper-Segmentation for Automated Insights Across Industries
2:15pm •
Statistical Optimization of Deep Learning Hyperparameters and Data Augmentation Methods
3:15pm •
Probabilistic programming for investigation and discovery
4:00pm •
When Seeing is not Believing: New Machine Learning Algorithms to Detect Image Manipulations
(E) P0806 A&B
9:00am •
Startup Showcase
9:45am •
Founder Stories: Building a Successful Data or AI Startup in MN
11:30am •
Using deep learning to play COD on the Xbox and what it means for your business
1:15pm •
Come On, Get SHAPpy: Interpretable Machine Learning with SHAP
2:15pm •
Modern Agriculture: Redefining AI
3:15pm •
Obscuring sensitive information with generative adversarial networks
4:00pm •
Forecasting S&P 500 Price using Automl
(F) P0838
9:00am •
Robotic Process Automation (RPA): The Path to AI
9:45am •
Pure 1 Meta: AI Platform to Enable Self Driving Storage
10:45am •
Data as a trusted partner
11:30am •
Question Answering in the Legal Domain
1:15pm •
Machine-Learned School Dropout Early Warning at Scale
2:15pm •
Litigation Analytics: Extracting legal data from federal court dockets
3:15pm •
Developing a Skilled Global Workforce Through Collaboration
4:00pm •
Safely Driven: How Trimble Transportation Mobility is applying deep learning to make the roads safer for everyone.
(G) P1808
9:00am •
Artificial Art - Exploring Methods of Neural Style Transfer
9:45am •
Trust the Algorithm: Recommending Technicians for On-Site Work in a B2B Marketplace
10:45am •
Power the Personalized Recommendation with Deep Learning and Pre-trained Embeddings.
11:30am •
Open Source GPU Analytical Database
1:15pm •
Overcoming the challenges of Software 2.0 for Healthcare
2:15pm •
Using PyTorch to Classify Traffic Signs
3:15pm •
mlpack: or, how I learned to stop worrying and love C++
(H) P1838
9:00am •
How to Model with Millions of Variables
9:45am •
Building Your Own R Package
10:45am •
Building Pipelines with Apache NiFi
11:30am •
Deliberations on Scientific and Methodological Aspects of Machine Learning
(I) K1450 (Fireside)
9:00am •
AllenNLP Introduction
9:45am •
MinneAnalytics Open Forum
10:45am •
Building a Music Recognition AI to Convince Your Friends You’re Not the Worst at Guitar
11:30am •
Systematic Innovation in Data Science
Timezone
Data Tech
America/Chicago
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Normandale Partnership Center, 9700 France Ave So, Bloomington, MN 55431
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(A) Auditorium
(B) Garden Room
(C) A2564 - A2566
(D) P0808 A&B
(E) P0806 A&B
(F) P0838
(G) P1808
(H) P1838
(I) K1450 (Fireside)
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1 - Business
2 - Mostly Business
3 - Business & Technical
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Dates
Thursday
, May 30
Types
0 - Panel/Showcase
1 - Business
2 - Mostly Business
3 - Business & Technical
4 - More Technical
5 - Very Technical
Venues
(A) Auditorium
(B) Garden Room
(C) A2564 - A2566
(D) P0808 A&B
(E) P0806 A&B
(F) P0838
(G) P1808
(H) P1838
(I) K1450 (Fireside)
